Objective: Poster retention

Steps taken:

  • Understanding available data

  • Performing business logic checks

  • Time-based cohort analysis

  • RFMT Analysis (Recency, Frequency, Monetary Value, Tenure)

  • Customer Lifetime Value Analysis (CLV)

  • K-Means Clustering

  • Personas